Benchmark multi-model/multi-view models.
Note
This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the gallery for the big picture.
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mmbench.model.eval_mopoe(model, data, modalities, n_samples=1, verbose=1)[source]ΒΆ Evaluate the MOPOE model.
- Parameters
model : Module
input model.
data : dict
the input data organized by views.
modalities : list of str
names of the model input views.
n_samples : int, default 1
the number of time to sample the posterior.
verbose : int, default 1
control the verbosity level.
- Returns
embeddings : dict
the generated latent representations.
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